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756 results about "Zones of the lung" patented technology

The zones of the lung divide the lung into four vertical regions, based upon the relationship between the pressure in the alveoli (PA), in the arteries (Pa), in the veins (Pv) and the pulmonary interstitial pressure (Pi)...

Method and system for grading and managing detection of pulmonary nodes based on in-depth learning

ActiveCN107103187AAutomatic nodule grading managementAutomatic diagnosisCharacter and pattern recognitionMedical automated diagnosisMedicineLow-Dose Spiral CT
The invention discloses a method for grading and managing detection of pulmonary nodes based on in-depth learning. The method for grading and managing detection of the pulmonary nodes based on in-depth learning is characterized by comprising the steps of S100, collecting a chest ultralow-dose-spiral CT thin slice image, sketching a lung area in the CT image, and labeling all pulmonary nodes in the lung area; S200, training a lung area segmentation network, a suspected pulmonary node detection network and a pulmonary node sifting grading network; S300, obtaining pulmonary node temporal sequences of all patients in an image set and grading information marks corresponding to the pulmonary node sequences to construct a pulmonary node management database; S400, training a lung cancer diagnosis network based on a three-dimensional convolutional neural network and a long-short-term memory network. According to the method for grading and managing detection of the pulmonary nodes based on in-depth learning, the lung area segmentation network, the suspected pulmonary node detection network, the pulmonary node sifting grading network and the lung cancer diagnosis network are trained based on in-depth learning, the pulmonary nodes are accurately detected, and through the combination of subsequent tracking and visiting, more accurate diagnosis information and clinic strategies are obtained.
Owner:SICHUAN CANCER HOSPITAL +1

Multi-contact connector for electrode for example for medical use

Multiple contact connector for an electrode, for example, for medical use.
The present invention relates to a multiple contact connector with reduced space requirement and weight regardless of the number of electrical contacts of the electrode, which can receive one or two electrodes, which guarantees a reliable and secured electrical connection with no risk of accidental disconnection and which is not a problem for a patient in whom the electrodes are implanted.
This connector (1) consists of male plug (6) which has elongated support (60) provided on at least one of its sides with a number of contact zones (61) equal to the number of contacts of said electrode (2) and which are aligned parallel to the axis of first cable section (4), and female socket (7) having roughly cylindrical body (70) arranged in the extension of second cable section (5) and having at least one housing (71) provided with a number of contact elements (72) equivalent to the number of contact zones (61) of said male plug (6) and capable of receiving said support (60). This connector (1) is characterized in that it has tightening sleeve (8) arranged in order to maintain support (60) in housing (71) and to exert a radial pressure of contact zones (61) on contact elements (72) in such a way as to ensure the electrical connections.
Owner:DIXI MEDICAL

Method and apparatus for locating and tracking persons

The invention relates to a method and apparatus for locating and tracking persons by use of an implantable device. The described invention is an implant able device composed of biocompatible materials in all areas where contact with organic tissue occurs. The gross anatomic siting of the device includes any limb, the torso, including back and perineum, the neck, and the head. The surgical anatomic siting of the device includes: (1) Supramuscular: for example, deep to the epidermis, dermis, and subcutaneous fat, on or attached to muscle and / or muscle fascia. Such a location is currently used for implantation of commercially available buried intravenous access ports, which are positioned on, and attached to, the pectoralis major muscle fascia; (2) Intramuscular: for example, within or between the muscles of a limb; (3) Submuscular: for example, deep to a large muscle. Such a location is currently used for implantation of commercially available artificial urethral and anal sphincter reservoirs, which are positioned deep to the rectus abdominus muscles, within the pre-peritoneal Space of Retzius; (4) Intraluminal: for example, within the lumen of an organ which has a naturally occurring orifice. Such a location is currently used for implantation of commercially available ingested video endoscopy capsule devices, i.e. gastrointestinal tract lumen, and intrauterine contraceptive devices, i.e. uterus lumen; and (5) Intracavitary: for example, intrathoracic or intraperitoneal. Such an intraperitoneal location is currently used for implantation of commercially available intraperitoneal dialysis catheters.
Owner:PERSEPHONE

Three-dimensional carotid artery ultrasonic image blood vessel wall segmentation method based on deep learning

The invention discloses a three-dimensional carotid artery ultrasonic image blood vessel wall segmentation method based on deep learning. The method comprises the following steps: (1) obtaining a three-dimensional ultrasonic image; (2) obtaining a two-dimensional ultrasonic image of a carotid artery cross section, and performing manual marking; (3) dynamically and finely adjusting the convolutional neural network model by utilizing the manually marked image block; (4) fitting vascular adventitia-tunica media boundary initial contour; (5) using the dynamically adjusted convolutional neural network model to carry out vascular adventitia-tunica media boundary contour segmentation; (6) obtaining a vascular cavity ROI region; (7)using U-Net network to divide the vascular cavity, and extractingthe vascular cavity-tunica media boundary contour through morphological processing. According to the method, the contours of vascular adventitia-tunica media boundary MAB and vascular cavity-tunica media boundary LIB can be accurately segmented out; the workload of doctors is greatly reduced, and the vascular wall volume (VWV), the vascular wall thickness (VWT) and the vascular wall thickness change (VWT-Change) can be calculated based on the segmentation result of the method.
Owner:HUAZHONG UNIV OF SCI & TECH
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